1 citations · 1 across the 7 of their papers we have counts for
8 papers
AutoDP-LLM: Automating Data Pre-processing for Intrusion Detection Systems using Large Language Models
Bao-Phong Nguyen, Gia-Khanh Pham, Thai-Duong Do +7
The increasing complexity and scale of modern cyber-attacks demand intelligent and computationally efficient Intrusion Detection Systems (IDS). However, designing effective data pr…
Conversational versus Dashboard Explainable AI for UAV Intrusion Detection: An Empirical Study of Operator Trust and Reliance
Cong Chi Nguyen, Trang Mai Xuan, Vu-Duc Ngo +3
Machine learning-based Intrusion Detection Systems (IDS) have demonstrated superior performance in securing Unmanned Aerial Vehicle (UAV) networks. However, the 'black-box' nature…
A Training-Free Mixture-of-Agents Framework for Multi-Document Summarization using LLMs and Knowledge Graphs
Cuong Vuong Tuan, Trang Mai Xuan, Tien-Cuong Nguyen +2
Multi-Document Summarization (MDS) plays a critical role in distilling essential information from collections of textual data. Existing approaches often struggle to capture complex…
Machine Learning-Based Intrusion Detection: Feature Selection versus Feature Extraction
Vu-Duc Ngo, Tuan-Cuong Vuong, Thien Van Luong +1
Internet of things (IoT) has been playing an important role in many sectors, such as smart cities, smart agriculture, smart healthcare, and smart manufacturing. However, IoT device…
Deep Neural Network-Based Detector for Single-Carrier Index Modulation NOMA
Toan Gian, Vu-Duc Ngo, Tien-Hoa Nguyen +2
In this paper, a deep neural network (DNN)-based detector for an uplink single-carrier index modulation nonorthogonal multiple access (SC-IM-NOMA) system is proposed, where SC-IM-N…
Deep Learning-Based Signal Detection for Dual-Mode Index Modulation 3D-OFDM
Dang-Y Hoang, Tien-Hoa Nguyen, Vu-Duc Ngo +3
In this paper, we propose a deep learning-based signal detector called DuaIM-3DNet for dual-mode index modulation-based three-dimensional (3D) orthogonal frequency division multipl…
Generalized BER of MCIK-OFDM with Imperfect CSI: Selection combining GD versus ML receivers
Vu-Duc Ngo, Thien Van Luong, Nguyen Cong Luong +3
This paper analyzes the bit error rate (BER) of multicarrier index keying - orthogonal frequency division multiplexing (MCIK-OFDM) with selection combining (SC) diversity reception…
Enhancing Diversity of OFDM with Joint Spread Spectrum and Subcarrier Index Modulations
Vu-Duc Ngo, Thien Van Luong, Nguyen Cong Luong +4
This paper proposes a novel spread spectrum and sub-carrier index modulation (SS-SIM) scheme, which is integrated to orthogonal frequency division multiplexing (OFDM) framework to…